Predicting Days on Market to Optimize Real Estate Sales Strategy

Table 8

Model comparison—performance measures.

Model	RMSE	MAE	MDAE	R^2	Explained variance score
Random forest	0. 073	0.0399	0. 0202	0. 3625	17.5037
Elastic Net	0.065	0.0341	0. 0176	0.1983	9.5736
Lasso	0.064	0.0340	0.0177	0.1832	8.8431
Ridge	0.065	0.0341	0. 0176	0.1942	9.3746
ANN	0.065	0.0339	0.0160	0.2	9.6594
K-NN	0.064	0.0331	0.0155	0.2394	11.5575
SVR	0.066	0.0396	0.0321	0.0761	3.6757